Create app.py

app.py

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+from huggingface_hub import from_pretrained_keras
+from PIL import Image
+
+import tensorflow as tf
+import numpy as np
+import requests
+
+url = "https://github.com/sayakpaul/maxim-tf/raw/main/images/Denoising/input/0011_23.png"
+image = Image.open(requests.get(url, stream=True).raw)
+image = np.array(image)
+image = tf.convert_to_tensor(image)
+image = tf.image.resize(image, (256, 256))
+
+model = from_pretrained_keras("google/maxim-s3-denoising-sidd")
+predictions = model.predict(tf.expand_dims(image, 0))